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gchhablani
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fnet-large-finetuned-sst2

Text Classification
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fnet
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Update checkpoints

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  1. README.md +76 -0
  2. all_results.json +14 -0
  3. checkpoint-16838/config.json +33 -0
  4. checkpoint-16838/optimizer.pt +3 -0
  5. checkpoint-16838/pytorch_model.bin +3 -0
  6. checkpoint-16838/rng_state.pth +3 -0
  7. checkpoint-16838/scheduler.pt +3 -0
  8. checkpoint-16838/special_tokens_map.json +1 -0
  9. checkpoint-16838/tokenizer.json +0 -0
  10. checkpoint-16838/tokenizer_config.json +1 -0
  11. checkpoint-16838/trainer_state.json +31 -0
  12. checkpoint-16838/training_args.bin +3 -0
  13. checkpoint-33676/config.json +33 -0
  14. checkpoint-33676/optimizer.pt +3 -0
  15. checkpoint-33676/pytorch_model.bin +3 -0
  16. checkpoint-33676/rng_state.pth +3 -0
  17. checkpoint-33676/scheduler.pt +3 -0
  18. checkpoint-33676/special_tokens_map.json +1 -0
  19. checkpoint-33676/tokenizer.json +0 -0
  20. checkpoint-33676/tokenizer_config.json +1 -0
  21. checkpoint-33676/trainer_state.json +46 -0
  22. checkpoint-33676/training_args.bin +3 -0
  23. checkpoint-50514/config.json +33 -0
  24. checkpoint-50514/optimizer.pt +3 -0
  25. checkpoint-50514/pytorch_model.bin +3 -0
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  27. checkpoint-50514/scheduler.pt +3 -0
  28. checkpoint-50514/special_tokens_map.json +1 -0
  29. checkpoint-50514/tokenizer.json +0 -0
  30. checkpoint-50514/tokenizer_config.json +1 -0
  31. checkpoint-50514/trainer_state.json +61 -0
  32. checkpoint-50514/training_args.bin +3 -0
  33. config.json +33 -0
  34. eval_results.json +9 -0
  35. pytorch_model.bin +3 -0
  36. runs/Sep24_12-16-35_patrick-general-gpu/1632485815.4394088/events.out.tfevents.1632485815.patrick-general-gpu.1069019.1 +3 -0
  37. runs/Sep24_12-16-35_patrick-general-gpu/events.out.tfevents.1632485815.patrick-general-gpu.1069019.0 +3 -0
  38. runs/Sep24_12-16-35_patrick-general-gpu/events.out.tfevents.1632500341.patrick-general-gpu.1069019.2 +3 -0
  39. special_tokens_map.json +1 -0
  40. tokenizer.json +0 -0
  41. tokenizer_config.json +1 -0
  42. train_results.json +8 -0
  43. trainer_state.json +70 -0
  44. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ language:
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+ - en
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+ license: apache-2.0
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - glue
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: fnet-large-finetuned-sst2
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+ results:
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+ - task:
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+ name: Text Classification
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+ type: text-classification
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+ dataset:
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+ name: GLUE SST2
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+ type: glue
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+ args: sst2
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+ metrics:
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+ - name: Accuracy
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+ type: accuracy
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+ value: 0.9048165137614679
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # fnet-large-finetuned-sst2
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+
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+ This model is a fine-tuned version of [google/fnet-large](https://huggingface.co/google/fnet-large) on the GLUE SST2 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5240
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+ - Accuracy: 0.9048
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 4
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 3.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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+ | 0.394 | 1.0 | 16838 | 0.3896 | 0.8968 |
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+ | 0.2076 | 2.0 | 33676 | 0.5100 | 0.8956 |
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+ | 0.1148 | 3.0 | 50514 | 0.5240 | 0.9048 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.11.0.dev0
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+ - Pytorch 1.9.0
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+ - Datasets 1.12.1
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+ - Tokenizers 0.10.3
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+ "train_steps_per_second": 3.483
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+ }
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